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Application of Bayesian Approach in Cancer Clinical Trial
The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handl...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elmer Press
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5649812/ https://www.ncbi.nlm.nih.gov/pubmed/29147387 http://dx.doi.org/10.14740/wjon842e |
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author | Bhattacharjee, Atanu |
author_facet | Bhattacharjee, Atanu |
author_sort | Bhattacharjee, Atanu |
collection | PubMed |
description | The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handle with Bayesian techniques. The technique is only feasible to performing presence of prior information of the data. The inference is possible to establish through posterior estimates. However, some limitations are present in this method. The objective of this work was to explore the several merits and demerits of Bayesian approach in cancer research. The review of the technique will be helpful for the clinical researcher involved in the oncology to explore the limitation and power of Bayesian techniques. |
format | Online Article Text |
id | pubmed-5649812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Elmer Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-56498122017-11-16 Application of Bayesian Approach in Cancer Clinical Trial Bhattacharjee, Atanu World J Oncol Review The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handle with Bayesian techniques. The technique is only feasible to performing presence of prior information of the data. The inference is possible to establish through posterior estimates. However, some limitations are present in this method. The objective of this work was to explore the several merits and demerits of Bayesian approach in cancer research. The review of the technique will be helpful for the clinical researcher involved in the oncology to explore the limitation and power of Bayesian techniques. Elmer Press 2014-06 2014-06-25 /pmc/articles/PMC5649812/ /pubmed/29147387 http://dx.doi.org/10.14740/wjon842e Text en Copyright 2014, Bhattacharjee http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review Bhattacharjee, Atanu Application of Bayesian Approach in Cancer Clinical Trial |
title | Application of Bayesian Approach in Cancer Clinical Trial |
title_full | Application of Bayesian Approach in Cancer Clinical Trial |
title_fullStr | Application of Bayesian Approach in Cancer Clinical Trial |
title_full_unstemmed | Application of Bayesian Approach in Cancer Clinical Trial |
title_short | Application of Bayesian Approach in Cancer Clinical Trial |
title_sort | application of bayesian approach in cancer clinical trial |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5649812/ https://www.ncbi.nlm.nih.gov/pubmed/29147387 http://dx.doi.org/10.14740/wjon842e |
work_keys_str_mv | AT bhattacharjeeatanu applicationofbayesianapproachincancerclinicaltrial |